Overview
Brought to you by YData
Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 811.7 KiB |
| Average record size in memory | 831.2 B |
Variable types
| DateTime | 1 |
|---|---|
| Unsupported | 1 |
| Text | 4 |
| Categorical | 20 |
| Numeric | 4 |
| Boolean | 4 |
OVERALL_MIN has constant value "50.0" | Constant |
OVERALL_P01 has constant value "59.0" | Constant |
OVERALL_P05 has constant value "91.0" | Constant |
OVERALL_Q1 has constant value "235.0" | Constant |
OVERALL_MEDIAN has constant value "415.0" | Constant |
OVERALL_MEAN has constant value "508.58806053564336" | Constant |
OVERALL_Q3 has constant value "690.0" | Constant |
OVERALL_P95 has constant value "1224.0" | Constant |
OVERALL_P99 has constant value "1951.1600000000035" | Constant |
OVERALL_MAX has constant value "4277.0" | Constant |
OVERALL_IQR has constant value "455.0" | Constant |
OVERALL_OUTLIER_FLAG has constant value "True" | Constant |
VEHICLE_OUTLIER_FLAG has constant value "True" | Constant |
PAYMENT_OUTLIER_FLAG has constant value "True" | Constant |
ANY_OUTLIER_FLAG has constant value "True" | Constant |
Booking Status is highly overall correlated with CUSTOMER_RATING and 1 other fields | High correlation |
CUSTOMER_RATING is highly overall correlated with Booking Status | High correlation |
DRIVER_RATINGS is highly overall correlated with Booking Status | High correlation |
PAYMENT_IQR is highly overall correlated with PAYMENT_METHOD and 2 other fields | High correlation |
PAYMENT_METHOD is highly overall correlated with PAYMENT_IQR and 2 other fields | High correlation |
PAYMENT_Q1 is highly overall correlated with PAYMENT_IQR and 2 other fields | High correlation |
PAYMENT_Q3 is highly overall correlated with PAYMENT_IQR and 2 other fields | High correlation |
VEHICLE_IQR is highly overall correlated with VEHICLE_Q1 and 2 other fields | High correlation |
VEHICLE_Q1 is highly overall correlated with VEHICLE_IQR and 2 other fields | High correlation |
VEHICLE_Q3 is highly overall correlated with VEHICLE_IQR and 2 other fields | High correlation |
VEHICLE_TYPE is highly overall correlated with VEHICLE_IQR and 2 other fields | High correlation |
Booking Status is highly imbalanced (57.4%) | Imbalance |
CUSTOMER_ID has unique values | Unique |
TIME is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-10-16 08:03:46.789938 |
|---|---|
| Analysis finished | 2025-10-16 08:03:49.096446 |
| Duration | 2.31 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
DATE
Date
| Distinct | 335 |
|---|---|
| Distinct (%) | 33.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.2 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-12-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
TIME
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 47.0 KiB |
BOOKING_ID
Text
| Distinct | 999 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.5 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 998 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | "CNR7954315" |
|---|---|
| 2nd row | "CNR1798489" |
| 3rd row | "CNR8487909" |
| 4th row | "CNR5182516" |
| 5th row | "CNR7356012" |
| Value | Count | Frequency (%) |
| cnr5094265 | 2 | 0.2% |
| cnr4802931 | 1 | 0.1% |
| cnr6547012 | 1 | 0.1% |
| cnr6341434 | 1 | 0.1% |
| cnr8487909 | 1 | 0.1% |
| cnr5182516 | 1 | 0.1% |
| cnr7356012 | 1 | 0.1% |
| cnr8849175 | 1 | 0.1% |
| cnr5553074 | 1 | 0.1% |
| cnr8715944 | 1 | 0.1% |
| Other values (989) | 989 |
Most occurring characters
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| N | 1000 | 8.3% |
| R | 1000 | 8.3% |
| 2 | 743 | 6.2% |
| 5 | 741 | 6.2% |
| 1 | 718 | 6.0% |
| 9 | 717 | 6.0% |
| 8 | 716 | 6.0% |
| 4 | 713 | 5.9% |
| Other values (4) | 2652 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| N | 1000 | 8.3% |
| R | 1000 | 8.3% |
| 2 | 743 | 6.2% |
| 5 | 741 | 6.2% |
| 1 | 718 | 6.0% |
| 9 | 717 | 6.0% |
| 8 | 716 | 6.0% |
| 4 | 713 | 5.9% |
| Other values (4) | 2652 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| N | 1000 | 8.3% |
| R | 1000 | 8.3% |
| 2 | 743 | 6.2% |
| 5 | 741 | 6.2% |
| 1 | 718 | 6.0% |
| 9 | 717 | 6.0% |
| 8 | 716 | 6.0% |
| 4 | 713 | 5.9% |
| Other values (4) | 2652 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| N | 1000 | 8.3% |
| R | 1000 | 8.3% |
| 2 | 743 | 6.2% |
| 5 | 741 | 6.2% |
| 1 | 718 | 6.0% |
| 9 | 717 | 6.0% |
| 8 | 716 | 6.0% |
| 4 | 713 | 5.9% |
| Other values (4) | 2652 |
Booking Status
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| Completed | |
|---|---|
| Incomplete | 87 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 9.087 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Completed |
|---|---|
| 2nd row | Completed |
| 3rd row | Completed |
| 4th row | Completed |
| 5th row | Completed |
Common Values
| Value | Count | Frequency (%) |
| Completed | 913 | |
| Incomplete | 87 | 8.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| completed | 913 | |
| incomplete | 87 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2000 | |
| o | 1000 | |
| m | 1000 | |
| p | 1000 | |
| l | 1000 | |
| t | 1000 | |
| C | 913 | |
| d | 913 | |
| I | 87 | 1.0% |
| n | 87 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9087 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2000 | |
| o | 1000 | |
| m | 1000 | |
| p | 1000 | |
| l | 1000 | |
| t | 1000 | |
| C | 913 | |
| d | 913 | |
| I | 87 | 1.0% |
| n | 87 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9087 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2000 | |
| o | 1000 | |
| m | 1000 | |
| p | 1000 | |
| l | 1000 | |
| t | 1000 | |
| C | 913 | |
| d | 913 | |
| I | 87 | 1.0% |
| n | 87 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9087 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2000 | |
| o | 1000 | |
| m | 1000 | |
| p | 1000 | |
| l | 1000 | |
| t | 1000 | |
| C | 913 | |
| d | 913 | |
| I | 87 | 1.0% |
| n | 87 | 1.0% |
CUSTOMER_ID
Text
Unique
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.5 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 1000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | "CID2706299" |
|---|---|
| 2nd row | "CID4843078" |
| 3rd row | "CID2978596" |
| 4th row | "CID5235759" |
| 5th row | "CID5789715" |
| Value | Count | Frequency (%) |
| cid2706299 | 1 | 0.1% |
| cid1839880 | 1 | 0.1% |
| cid1018009 | 1 | 0.1% |
| cid2027203 | 1 | 0.1% |
| cid2978596 | 1 | 0.1% |
| cid5235759 | 1 | 0.1% |
| cid5789715 | 1 | 0.1% |
| cid9539119 | 1 | 0.1% |
| cid2674107 | 1 | 0.1% |
| cid1753183 | 1 | 0.1% |
| Other values (990) | 990 |
Most occurring characters
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| I | 1000 | 8.3% |
| D | 1000 | 8.3% |
| 2 | 767 | 6.4% |
| 8 | 730 | 6.1% |
| 9 | 719 | 6.0% |
| 5 | 710 | 5.9% |
| 1 | 692 | 5.8% |
| 3 | 691 | 5.8% |
| Other values (4) | 2691 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| I | 1000 | 8.3% |
| D | 1000 | 8.3% |
| 2 | 767 | 6.4% |
| 8 | 730 | 6.1% |
| 9 | 719 | 6.0% |
| 5 | 710 | 5.9% |
| 1 | 692 | 5.8% |
| 3 | 691 | 5.8% |
| Other values (4) | 2691 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| I | 1000 | 8.3% |
| D | 1000 | 8.3% |
| 2 | 767 | 6.4% |
| 8 | 730 | 6.1% |
| 9 | 719 | 6.0% |
| 5 | 710 | 5.9% |
| 1 | 692 | 5.8% |
| 3 | 691 | 5.8% |
| Other values (4) | 2691 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| " | 2000 | |
| C | 1000 | 8.3% |
| I | 1000 | 8.3% |
| D | 1000 | 8.3% |
| 2 | 767 | 6.4% |
| 8 | 730 | 6.1% |
| 9 | 719 | 6.0% |
| 5 | 710 | 5.9% |
| 1 | 692 | 5.8% |
| 3 | 691 | 5.8% |
| Other values (4) | 2691 |
VEHICLE_TYPE
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 62.1 KiB |
| Auto | |
|---|---|
| Go Mini | |
| Go Sedan | |
| Bike | |
| Premier Sedan | |
| Other values (2) |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 6.498 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Go Mini |
|---|---|
| 2nd row | Bike |
| 3rd row | Auto |
| 4th row | Auto |
| 5th row | Go Mini |
Common Values
| Value | Count | Frequency (%) |
| Auto | 249 | |
| Go Mini | 207 | |
| Go Sedan | 177 | |
| Bike | 160 | |
| Premier Sedan | 114 | |
| eBike | 68 | 6.8% |
| Uber XL | 25 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| go | 384 | |
| sedan | 291 | |
| auto | 249 | |
| mini | 207 | |
| bike | 160 | |
| premier | 114 | 7.5% |
| ebike | 68 | 4.5% |
| uber | 25 | 1.6% |
| xl | 25 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 840 | |
| i | 756 | |
| o | 633 | 9.7% |
| 523 | 8.0% | |
| n | 498 | 7.7% |
| G | 384 | 5.9% |
| d | 291 | 4.5% |
| a | 291 | 4.5% |
| S | 291 | 4.5% |
| r | 253 | 3.9% |
| Other values (12) | 1738 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6498 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 840 | |
| i | 756 | |
| o | 633 | 9.7% |
| 523 | 8.0% | |
| n | 498 | 7.7% |
| G | 384 | 5.9% |
| d | 291 | 4.5% |
| a | 291 | 4.5% |
| S | 291 | 4.5% |
| r | 253 | 3.9% |
| Other values (12) | 1738 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6498 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 840 | |
| i | 756 | |
| o | 633 | 9.7% |
| 523 | 8.0% | |
| n | 498 | 7.7% |
| G | 384 | 5.9% |
| d | 291 | 4.5% |
| a | 291 | 4.5% |
| S | 291 | 4.5% |
| r | 253 | 3.9% |
| Other values (12) | 1738 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6498 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 840 | |
| i | 756 | |
| o | 633 | 9.7% |
| 523 | 8.0% | |
| n | 498 | 7.7% |
| G | 384 | 5.9% |
| d | 291 | 4.5% |
| a | 291 | 4.5% |
| S | 291 | 4.5% |
| r | 253 | 3.9% |
| Other values (12) | 1738 |
PICKUP_LOCATION
Text
| Distinct | 174 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 66.9 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 19 |
| Mean length | 11.4 |
| Min length | 3 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Saidulajab |
|---|---|
| 2nd row | Ashram |
| 3rd row | Welcome |
| 4th row | Subhash Nagar |
| 5th row | IMT Manesar |
| Value | Count | Frequency (%) |
| nagar | 94 | 5.1% |
| vihar | 55 | 3.0% |
| chowk | 45 | 2.4% |
| garden | 32 | 1.7% |
| road | 27 | 1.5% |
| park | 26 | 1.4% |
| gate | 24 | 1.3% |
| rohini | 23 | 1.3% |
| delhi | 23 | 1.3% |
| city | 23 | 1.3% |
| Other values (213) | 1466 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1857 | |
| 838 | 7.4% | |
| r | 825 | 7.2% |
| i | 725 | 6.4% |
| h | 581 | 5.1% |
| n | 502 | 4.4% |
| e | 461 | 4.0% |
| o | 427 | 3.7% |
| t | 382 | 3.4% |
| u | 365 | 3.2% |
| Other values (48) | 4437 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1857 | |
| 838 | 7.4% | |
| r | 825 | 7.2% |
| i | 725 | 6.4% |
| h | 581 | 5.1% |
| n | 502 | 4.4% |
| e | 461 | 4.0% |
| o | 427 | 3.7% |
| t | 382 | 3.4% |
| u | 365 | 3.2% |
| Other values (48) | 4437 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1857 | |
| 838 | 7.4% | |
| r | 825 | 7.2% |
| i | 725 | 6.4% |
| h | 581 | 5.1% |
| n | 502 | 4.4% |
| e | 461 | 4.0% |
| o | 427 | 3.7% |
| t | 382 | 3.4% |
| u | 365 | 3.2% |
| Other values (48) | 4437 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1857 | |
| 838 | 7.4% | |
| r | 825 | 7.2% |
| i | 725 | 6.4% |
| h | 581 | 5.1% |
| n | 502 | 4.4% |
| e | 461 | 4.0% |
| o | 427 | 3.7% |
| t | 382 | 3.4% |
| u | 365 | 3.2% |
| Other values (48) | 4437 |
DROP_LOCATION
Text
| Distinct | 176 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 66.9 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 20 |
| Mean length | 11.359 |
| Min length | 3 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Netaji Subhash Place |
|---|---|
| 2nd row | Patel Chowk |
| 3rd row | Jama Masjid |
| 4th row | Laxmi Nagar |
| 5th row | Sarojini Nagar |
| Value | Count | Frequency (%) |
| nagar | 102 | 5.6% |
| vihar | 58 | 3.2% |
| chowk | 52 | 2.8% |
| sector | 34 | 1.9% |
| park | 30 | 1.6% |
| noida | 30 | 1.6% |
| gurgaon | 25 | 1.4% |
| place | 25 | 1.4% |
| rohini | 24 | 1.3% |
| city | 21 | 1.1% |
| Other values (214) | 1427 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1866 | |
| 828 | 7.3% | |
| r | 824 | 7.3% |
| i | 744 | 6.5% |
| h | 581 | 5.1% |
| n | 509 | 4.5% |
| e | 474 | 4.2% |
| o | 444 | 3.9% |
| t | 390 | 3.4% |
| u | 334 | 2.9% |
| Other values (48) | 4365 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11359 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1866 | |
| 828 | 7.3% | |
| r | 824 | 7.3% |
| i | 744 | 6.5% |
| h | 581 | 5.1% |
| n | 509 | 4.5% |
| e | 474 | 4.2% |
| o | 444 | 3.9% |
| t | 390 | 3.4% |
| u | 334 | 2.9% |
| Other values (48) | 4365 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11359 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1866 | |
| 828 | 7.3% | |
| r | 824 | 7.3% |
| i | 744 | 6.5% |
| h | 581 | 5.1% |
| n | 509 | 4.5% |
| e | 474 | 4.2% |
| o | 444 | 3.9% |
| t | 390 | 3.4% |
| u | 334 | 2.9% |
| Other values (48) | 4365 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11359 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1866 | |
| 828 | 7.3% | |
| r | 824 | 7.3% |
| i | 744 | 6.5% |
| h | 581 | 5.1% |
| n | 509 | 4.5% |
| e | 474 | 4.2% |
| o | 444 | 3.9% |
| t | 390 | 3.4% |
| u | 334 | 2.9% |
| Other values (48) | 4365 |
BOOKING_VALUE_NUM
Real number (ℝ)
| Distinct | 729 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2303.648 |
| Minimum | 1671 |
|---|---|
| Maximum | 4277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1671 |
|---|---|
| 5-th percentile | 1691 |
| Q1 | 1864.25 |
| median | 2175.5 |
| Q3 | 2471 |
| 95-th percentile | 3553.05 |
| Maximum | 4277 |
| Range | 2606 |
| Interquartile range (IQR) | 606.75 |
Descriptive statistics
| Standard deviation | 571.1835 |
|---|---|
| Coefficient of variation (CV) | 0.24794739 |
| Kurtosis | 1.0115398 |
| Mean | 2303.648 |
| Median Absolute Deviation (MAD) | 302.5 |
| Skewness | 1.2487874 |
| Sum | 2303648 |
| Variance | 326250.59 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1758 | 5 | 0.5% |
| 1968 | 5 | 0.5% |
| 2392 | 5 | 0.5% |
| 1674 | 5 | 0.5% |
| 1677 | 5 | 0.5% |
| 1682 | 5 | 0.5% |
| 1719 | 4 | 0.4% |
| 2395 | 4 | 0.4% |
| 1707 | 4 | 0.4% |
| 1696 | 4 | 0.4% |
| Other values (719) | 954 |
| Value | Count | Frequency (%) |
| 1671 | 2 | 0.2% |
| 1672 | 4 | |
| 1673 | 1 | 0.1% |
| 1674 | 5 | |
| 1675 | 2 | 0.2% |
| 1677 | 5 | |
| 1678 | 3 | |
| 1679 | 1 | 0.1% |
| 1680 | 3 | |
| 1681 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 4277 | 1 | |
| 4228 | 1 | |
| 4220 | 1 | |
| 4202 | 1 | |
| 4133 | 1 | |
| 4109 | 1 | |
| 4093 | 1 | |
| 4088 | 1 | |
| 4044 | 1 | |
| 4032 | 1 |
RIDE_DISTANCE_NUM
Real number (ℝ)
| Distinct | 899 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.34904 |
| Minimum | 1 |
|---|---|
| Maximum | 49.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.9185 |
| Q1 | 13.2875 |
| median | 23.925 |
| Q3 | 37.56 |
| 95-th percentile | 47.7515 |
| Maximum | 49.86 |
| Range | 48.86 |
| Interquartile range (IQR) | 24.2725 |
Descriptive statistics
| Standard deviation | 14.16158 |
|---|---|
| Coefficient of variation (CV) | 0.55866338 |
| Kurtosis | -1.2420524 |
| Mean | 25.34904 |
| Median Absolute Deviation (MAD) | 12.375 |
| Skewness | 0.083731785 |
| Sum | 25349.04 |
| Variance | 200.55036 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.03 | 4 | 0.4% |
| 27.61 | 3 | 0.3% |
| 17.45 | 3 | 0.3% |
| 3.84 | 3 | 0.3% |
| 2.15 | 3 | 0.3% |
| 29.6 | 3 | 0.3% |
| 16.76 | 3 | 0.3% |
| 9.98 | 2 | 0.2% |
| 31.87 | 2 | 0.2% |
| 46.32 | 2 | 0.2% |
| Other values (889) | 972 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 1.41 | 1 | 0.1% |
| 1.83 | 1 | 0.1% |
| 1.89 | 1 | 0.1% |
| 2.02 | 1 | 0.1% |
| 2.08 | 1 | 0.1% |
| 2.15 | 3 | |
| 2.18 | 1 | 0.1% |
| 2.29 | 1 | 0.1% |
| 2.3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 49.86 | 1 | |
| 49.84 | 1 | |
| 49.82 | 1 | |
| 49.79 | 1 | |
| 49.78 | 1 | |
| 49.71 | 1 | |
| 49.67 | 1 | |
| 49.55 | 1 | |
| 49.54 | 1 | |
| 49.46 | 1 |
DRIVER_RATINGS
Categorical
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 58.8 KiB |
| 4.3 | |
|---|---|
| 4.2 | |
| null | |
| 4.6 | |
| 4.1 | |
| Other values (17) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.087 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.7 |
|---|---|
| 2nd row | 4.4 |
| 3rd row | 3.6 |
| 4th row | 4.9 |
| 5th row | 3.9 |
Common Values
| Value | Count | Frequency (%) |
| 4.3 | 163 | |
| 4.2 | 129 | |
| null | 87 | 8.7% |
| 4.6 | 85 | 8.5% |
| 4.1 | 69 | 6.9% |
| 4.4 | 65 | 6.5% |
| 4.5 | 47 | 4.7% |
| 3.8 | 45 | 4.5% |
| 4.7 | 41 | 4.1% |
| 4.9 | 41 | 4.1% |
| Other values (12) | 228 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 4.3 | 163 | |
| 4.2 | 129 | |
| null | 87 | 8.7% |
| 4.6 | 85 | 8.5% |
| 4.1 | 69 | 6.9% |
| 4.4 | 65 | 6.5% |
| 4.5 | 47 | 4.7% |
| 3.8 | 45 | 4.5% |
| 4.7 | 41 | 4.1% |
| 4.9 | 41 | 4.1% |
| Other values (12) | 228 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 767 | |
| 3 | 377 | |
| l | 174 | 5.6% |
| 2 | 143 | 4.6% |
| 6 | 103 | 3.3% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| 1 | 80 | 2.6% |
| 9 | 80 | 2.6% |
| Other values (4) | 276 | 8.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3087 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 767 | |
| 3 | 377 | |
| l | 174 | 5.6% |
| 2 | 143 | 4.6% |
| 6 | 103 | 3.3% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| 1 | 80 | 2.6% |
| 9 | 80 | 2.6% |
| Other values (4) | 276 | 8.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3087 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 767 | |
| 3 | 377 | |
| l | 174 | 5.6% |
| 2 | 143 | 4.6% |
| 6 | 103 | 3.3% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| 1 | 80 | 2.6% |
| 9 | 80 | 2.6% |
| Other values (4) | 276 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3087 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 767 | |
| 3 | 377 | |
| l | 174 | 5.6% |
| 2 | 143 | 4.6% |
| 6 | 103 | 3.3% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| 1 | 80 | 2.6% |
| 9 | 80 | 2.6% |
| Other values (4) | 276 | 8.9% |
CUSTOMER_RATING
Categorical
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 58.8 KiB |
| 4.9 | |
|---|---|
| 4.3 | |
| 4.2 | |
| 4.6 | |
| null | |
| Other values (17) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.087 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 4.9 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 4.8 |
| 4th row | 4.7 |
| 5th row | 4.3 |
Common Values
| Value | Count | Frequency (%) |
| 4.9 | 124 | |
| 4.3 | 118 | |
| 4.2 | 108 | |
| 4.6 | 102 | |
| null | 87 | |
| 4.5 | 67 | |
| 4.7 | 64 | |
| 4.8 | 61 | 6.1% |
| 5.0 | 57 | 5.7% |
| 4.4 | 55 | 5.5% |
| Other values (12) | 157 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 4.9 | 124 | |
| 4.3 | 118 | |
| 4.2 | 108 | |
| 4.6 | 102 | |
| null | 87 | |
| 4.5 | 67 | |
| 4.7 | 64 | |
| 4.8 | 61 | 6.1% |
| 5.0 | 57 | 5.7% |
| 4.4 | 55 | 5.5% |
| Other values (12) | 157 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 822 | |
| 3 | 225 | 7.3% |
| l | 174 | 5.6% |
| 9 | 136 | 4.4% |
| 5 | 127 | 4.1% |
| 6 | 117 | 3.8% |
| 2 | 112 | 3.6% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| Other values (4) | 287 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3087 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 822 | |
| 3 | 225 | 7.3% |
| l | 174 | 5.6% |
| 9 | 136 | 4.4% |
| 5 | 127 | 4.1% |
| 6 | 117 | 3.8% |
| 2 | 112 | 3.6% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| Other values (4) | 287 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3087 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 822 | |
| 3 | 225 | 7.3% |
| l | 174 | 5.6% |
| 9 | 136 | 4.4% |
| 5 | 127 | 4.1% |
| 6 | 117 | 3.8% |
| 2 | 112 | 3.6% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| Other values (4) | 287 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3087 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 913 | |
| 4 | 822 | |
| 3 | 225 | 7.3% |
| l | 174 | 5.6% |
| 9 | 136 | 4.4% |
| 5 | 127 | 4.1% |
| 6 | 117 | 3.8% |
| 2 | 112 | 3.6% |
| n | 87 | 2.8% |
| u | 87 | 2.8% |
| Other values (4) | 287 | 9.3% |
PAYMENT_METHOD
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.2 KiB |
| UPI | |
|---|---|
| Cash | |
| Uber Wallet | |
| Credit Card | |
| Debit Card |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 5.55 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UPI |
|---|---|
| 2nd row | Debit Card |
| 3rd row | UPI |
| 4th row | Uber Wallet |
| 5th row | Cash |
Common Values
| Value | Count | Frequency (%) |
| UPI | 463 | |
| Cash | 237 | |
| Uber Wallet | 114 | 11.4% |
| Credit Card | 99 | 9.9% |
| Debit Card | 87 | 8.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| upi | 463 | |
| cash | 237 | |
| card | 186 | |
| uber | 114 | 8.8% |
| wallet | 114 | 8.8% |
| credit | 99 | 7.6% |
| debit | 87 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 577 | |
| a | 537 | |
| C | 522 | |
| P | 463 | 8.3% |
| I | 463 | 8.3% |
| e | 414 | 7.5% |
| r | 399 | 7.2% |
| 300 | 5.4% | |
| t | 300 | 5.4% |
| d | 285 | 5.1% |
| Other values (7) | 1290 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5550 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 577 | |
| a | 537 | |
| C | 522 | |
| P | 463 | 8.3% |
| I | 463 | 8.3% |
| e | 414 | 7.5% |
| r | 399 | 7.2% |
| 300 | 5.4% | |
| t | 300 | 5.4% |
| d | 285 | 5.1% |
| Other values (7) | 1290 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5550 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 577 | |
| a | 537 | |
| C | 522 | |
| P | 463 | 8.3% |
| I | 463 | 8.3% |
| e | 414 | 7.5% |
| r | 399 | 7.2% |
| 300 | 5.4% | |
| t | 300 | 5.4% |
| d | 285 | 5.1% |
| Other values (7) | 1290 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5550 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 577 | |
| a | 537 | |
| C | 522 | |
| P | 463 | 8.3% |
| I | 463 | 8.3% |
| e | 414 | 7.5% |
| r | 399 | 7.2% |
| 300 | 5.4% | |
| t | 300 | 5.4% |
| d | 285 | 5.1% |
| Other values (7) | 1290 |
OVERALL_MIN
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 59.7 KiB |
| 50.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 50.0 |
|---|---|
| 2nd row | 50.0 |
| 3rd row | 50.0 |
| 4th row | 50.0 |
| 5th row | 50.0 |
Common Values
| Value | Count | Frequency (%) |
| 50.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 50.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 5 | 1000 | |
| . | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 5 | 1000 | |
| . | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 5 | 1000 | |
| . | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 5 | 1000 | |
| . | 1000 |
OVERALL_P01
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 59.7 KiB |
| 59.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 59.0 |
|---|---|
| 2nd row | 59.0 |
| 3rd row | 59.0 |
| 4th row | 59.0 |
| 5th row | 59.0 |
Common Values
| Value | Count | Frequency (%) |
| 59.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 59.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 1000 | |
| 9 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 1000 | |
| 9 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 1000 | |
| 9 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 1000 | |
| 9 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
OVERALL_P05
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 59.7 KiB |
| 91.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 91.0 |
|---|---|
| 2nd row | 91.0 |
| 3rd row | 91.0 |
| 4th row | 91.0 |
| 5th row | 91.0 |
Common Values
| Value | Count | Frequency (%) |
| 91.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 91.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 1000 | |
| 1 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9 | 1000 | |
| 1 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9 | 1000 | |
| 1 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9 | 1000 | |
| 1 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
OVERALL_Q1
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 235.0 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 235.0 |
|---|---|
| 2nd row | 235.0 |
| 3rd row | 235.0 |
| 4th row | 235.0 |
| 5th row | 235.0 |
Common Values
| Value | Count | Frequency (%) |
| 235.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 235.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
OVERALL_MEDIAN
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 415.0 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 415.0 |
|---|---|
| 2nd row | 415.0 |
| 3rd row | 415.0 |
| 4th row | 415.0 |
| 5th row | 415.0 |
Common Values
| Value | Count | Frequency (%) |
| 415.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 415.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 1000 | |
| 1 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 1000 | |
| 1 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 1000 | |
| 1 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 1000 | |
| 1 | 1000 | |
| 5 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
OVERALL_MEAN
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.4 KiB |
| 508.58806053564336 |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 508.58806053564336 |
|---|---|
| 2nd row | 508.58806053564336 |
| 3rd row | 508.58806053564336 |
| 4th row | 508.58806053564336 |
| 5th row | 508.58806053564336 |
Common Values
| Value | Count | Frequency (%) |
| 508.58806053564336 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 508.58806053564336 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 4000 | |
| 0 | 3000 | |
| 8 | 3000 | |
| 6 | 3000 | |
| 3 | 3000 | |
| . | 1000 | 5.6% |
| 4 | 1000 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 4000 | |
| 0 | 3000 | |
| 8 | 3000 | |
| 6 | 3000 | |
| 3 | 3000 | |
| . | 1000 | 5.6% |
| 4 | 1000 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 4000 | |
| 0 | 3000 | |
| 8 | 3000 | |
| 6 | 3000 | |
| 3 | 3000 | |
| . | 1000 | 5.6% |
| 4 | 1000 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 4000 | |
| 0 | 3000 | |
| 8 | 3000 | |
| 6 | 3000 | |
| 3 | 3000 | |
| . | 1000 | 5.6% |
| 4 | 1000 | 5.6% |
OVERALL_Q3
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 690.0 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 690.0 |
|---|---|
| 2nd row | 690.0 |
| 3rd row | 690.0 |
| 4th row | 690.0 |
| 5th row | 690.0 |
Common Values
| Value | Count | Frequency (%) |
| 690.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 690.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 6 | 1000 | |
| 9 | 1000 | |
| . | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 6 | 1000 | |
| 9 | 1000 | |
| . | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 6 | 1000 | |
| 9 | 1000 | |
| . | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2000 | |
| 6 | 1000 | |
| 9 | 1000 | |
| . | 1000 |
OVERALL_P95
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 1224.0 |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1224.0 |
|---|---|
| 2nd row | 1224.0 |
| 3rd row | 1224.0 |
| 4th row | 1224.0 |
| 5th row | 1224.0 |
Common Values
| Value | Count | Frequency (%) |
| 1224.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1224.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2000 | |
| 1 | 1000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2000 | |
| 1 | 1000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2000 | |
| 1 | 1000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2000 | |
| 1 | 1000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
OVERALL_P99
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.4 KiB |
| 1951.1600000000035 |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1951.1600000000035 |
|---|---|
| 2nd row | 1951.1600000000035 |
| 3rd row | 1951.1600000000035 |
| 4th row | 1951.1600000000035 |
| 5th row | 1951.1600000000035 |
Common Values
| Value | Count | Frequency (%) |
| 1951.1600000000035 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1951.1600000000035 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9000 | |
| 1 | 3000 | 16.7% |
| 5 | 2000 | 11.1% |
| 9 | 1000 | 5.6% |
| . | 1000 | 5.6% |
| 6 | 1000 | 5.6% |
| 3 | 1000 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9000 | |
| 1 | 3000 | 16.7% |
| 5 | 2000 | 11.1% |
| 9 | 1000 | 5.6% |
| . | 1000 | 5.6% |
| 6 | 1000 | 5.6% |
| 3 | 1000 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9000 | |
| 1 | 3000 | 16.7% |
| 5 | 2000 | 11.1% |
| 9 | 1000 | 5.6% |
| . | 1000 | 5.6% |
| 6 | 1000 | 5.6% |
| 3 | 1000 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9000 | |
| 1 | 3000 | 16.7% |
| 5 | 2000 | 11.1% |
| 9 | 1000 | 5.6% |
| . | 1000 | 5.6% |
| 6 | 1000 | 5.6% |
| 3 | 1000 | 5.6% |
OVERALL_MAX
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 4277.0 |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4277.0 |
|---|---|
| 2nd row | 4277.0 |
| 3rd row | 4277.0 |
| 4th row | 4277.0 |
| 5th row | 4277.0 |
Common Values
| Value | Count | Frequency (%) |
| 4277.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4277.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 2000 | |
| 4 | 1000 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 2000 | |
| 4 | 1000 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 2000 | |
| 4 | 1000 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 2000 | |
| 4 | 1000 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
OVERALL_IQR
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 455.0 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 455.0 |
|---|---|
| 2nd row | 455.0 |
| 3rd row | 455.0 |
| 4th row | 455.0 |
| 5th row | 455.0 |
Common Values
| Value | Count | Frequency (%) |
| 455.0 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 455.0 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 2000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 2000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 2000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 2000 | |
| 4 | 1000 | |
| . | 1000 | |
| 0 | 1000 |
VEHICLE_Q1
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 236.0 | |
|---|---|
| 234.0 | |
| 238.0 | |
| 235.0 | |
| 231.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 234.0 |
|---|---|
| 2nd row | 235.0 |
| 3rd row | 236.0 |
| 4th row | 236.0 |
| 5th row | 234.0 |
Common Values
| Value | Count | Frequency (%) |
| 236.0 | 363 | |
| 234.0 | 232 | |
| 238.0 | 177 | |
| 235.0 | 160 | |
| 231.0 | 68 | 6.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 236.0 | 363 | |
| 234.0 | 232 | |
| 238.0 | 177 | |
| 235.0 | 160 | |
| 231.0 | 68 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| . | 1000 | |
| 0 | 1000 | |
| 6 | 363 | 7.3% |
| 4 | 232 | 4.6% |
| 8 | 177 | 3.5% |
| 5 | 160 | 3.2% |
| 1 | 68 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| . | 1000 | |
| 0 | 1000 | |
| 6 | 363 | 7.3% |
| 4 | 232 | 4.6% |
| 8 | 177 | 3.5% |
| 5 | 160 | 3.2% |
| 1 | 68 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| . | 1000 | |
| 0 | 1000 | |
| 6 | 363 | 7.3% |
| 4 | 232 | 4.6% |
| 8 | 177 | 3.5% |
| 5 | 160 | 3.2% |
| 1 | 68 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 3 | 1000 | |
| . | 1000 | |
| 0 | 1000 | |
| 6 | 363 | 7.3% |
| 4 | 232 | 4.6% |
| 8 | 177 | 3.5% |
| 5 | 160 | 3.2% |
| 1 | 68 | 1.4% |
VEHICLE_Q3
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 689.857 |
| Minimum | 676 |
|---|---|
| Maximum | 701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 676 |
|---|---|
| 5-th percentile | 683 |
| Q1 | 686 |
| median | 686 |
| Q3 | 693.5 |
| 95-th percentile | 701 |
| Maximum | 701 |
| Range | 25 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 6.238868 |
|---|---|
| Coefficient of variation (CV) | 0.009043712 |
| Kurtosis | -0.39676251 |
| Mean | 689.857 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.57008456 |
| Sum | 689857 |
| Variance | 38.923474 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 686 | 456 | |
| 701 | 177 | 17.7% |
| 693.5 | 160 | 16.0% |
| 690 | 114 | 11.4% |
| 683 | 68 | 6.8% |
| 676 | 25 | 2.5% |
| Value | Count | Frequency (%) |
| 676 | 25 | 2.5% |
| 683 | 68 | 6.8% |
| 686 | 456 | |
| 690 | 114 | 11.4% |
| 693.5 | 160 | 16.0% |
| 701 | 177 | 17.7% |
| Value | Count | Frequency (%) |
| 701 | 177 | 17.7% |
| 693.5 | 160 | 16.0% |
| 690 | 114 | 11.4% |
| 686 | 456 | |
| 683 | 68 | 6.8% |
| 676 | 25 | 2.5% |
VEHICLE_IQR
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 454.467 |
| Minimum | 442 |
|---|---|
| Maximum | 463 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 442 |
|---|---|
| 5-th percentile | 450 |
| Q1 | 450 |
| median | 452 |
| Q3 | 458.5 |
| 95-th percentile | 463 |
| Maximum | 463 |
| Range | 21 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 5.1057791 |
|---|---|
| Coefficient of variation (CV) | 0.011234653 |
| Kurtosis | -0.49886289 |
| Mean | 454.467 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.34429435 |
| Sum | 454467 |
| Variance | 26.06898 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 452 | 275 | |
| 450 | 249 | |
| 463 | 177 | |
| 458.5 | 160 | |
| 454 | 114 | |
| 442 | 25 | 2.5% |
| Value | Count | Frequency (%) |
| 442 | 25 | 2.5% |
| 450 | 249 | |
| 452 | 275 | |
| 454 | 114 | |
| 458.5 | 160 | |
| 463 | 177 |
| Value | Count | Frequency (%) |
| 463 | 177 | |
| 458.5 | 160 | |
| 454 | 114 | |
| 452 | 275 | |
| 450 | 249 | |
| 442 | 25 | 2.5% |
PAYMENT_Q1
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| 233.0 | |
|---|---|
| 234.0 | |
| 243.75 | |
| 240.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.099 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 233.0 |
|---|---|
| 2nd row | 240.0 |
| 3rd row | 233.0 |
| 4th row | 234.0 |
| 5th row | 234.0 |
Common Values
| Value | Count | Frequency (%) |
| 233.0 | 463 | |
| 234.0 | 351 | |
| 243.75 | 99 | 9.9% |
| 240.0 | 87 | 8.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 233.0 | 463 | |
| 234.0 | 351 | |
| 243.75 | 99 | 9.9% |
| 240.0 | 87 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 1376 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 988 | |
| 4 | 537 | 10.5% |
| 7 | 99 | 1.9% |
| 5 | 99 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5099 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1376 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 988 | |
| 4 | 537 | 10.5% |
| 7 | 99 | 1.9% |
| 5 | 99 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5099 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1376 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 988 | |
| 4 | 537 | 10.5% |
| 7 | 99 | 1.9% |
| 5 | 99 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5099 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1376 | |
| 2 | 1000 | |
| . | 1000 | |
| 0 | 988 | |
| 4 | 537 | 10.5% |
| 7 | 99 | 1.9% |
| 5 | 99 | 1.9% |
PAYMENT_Q3
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 694.0 | |
|---|---|
| 683.0 | |
| 690.0 | |
| 692.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 694.0 |
|---|---|
| 2nd row | 692.0 |
| 3rd row | 694.0 |
| 4th row | 690.0 |
| 5th row | 683.0 |
Common Values
| Value | Count | Frequency (%) |
| 694.0 | 463 | |
| 683.0 | 336 | |
| 690.0 | 114 | 11.4% |
| 692.0 | 87 | 8.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 694.0 | 463 | |
| 683.0 | 336 | |
| 690.0 | 114 | 11.4% |
| 692.0 | 87 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 6 | 1000 | |
| . | 1000 | |
| 9 | 664 | |
| 4 | 463 | |
| 8 | 336 | 6.7% |
| 3 | 336 | 6.7% |
| 2 | 87 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 6 | 1000 | |
| . | 1000 | |
| 9 | 664 | |
| 4 | 463 | |
| 8 | 336 | 6.7% |
| 3 | 336 | 6.7% |
| 2 | 87 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 6 | 1000 | |
| . | 1000 | |
| 9 | 664 | |
| 4 | 463 | |
| 8 | 336 | 6.7% |
| 3 | 336 | 6.7% |
| 2 | 87 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 6 | 1000 | |
| . | 1000 | |
| 9 | 664 | |
| 4 | 463 | |
| 8 | 336 | 6.7% |
| 3 | 336 | 6.7% |
| 2 | 87 | 1.7% |
PAYMENT_IQR
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.8 KiB |
| 461.0 | |
|---|---|
| 449.0 | |
| 456.0 | |
| 439.25 | |
| 452.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.099 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 461.0 |
|---|---|
| 2nd row | 452.0 |
| 3rd row | 461.0 |
| 4th row | 456.0 |
| 5th row | 449.0 |
Common Values
| Value | Count | Frequency (%) |
| 461.0 | 463 | |
| 449.0 | 237 | |
| 456.0 | 114 | 11.4% |
| 439.25 | 99 | 9.9% |
| 452.0 | 87 | 8.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 461.0 | 463 | |
| 449.0 | 237 | |
| 456.0 | 114 | 11.4% |
| 439.25 | 99 | 9.9% |
| 452.0 | 87 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 1237 | |
| . | 1000 | |
| 0 | 901 | |
| 6 | 577 | |
| 1 | 463 | 9.1% |
| 9 | 336 | 6.6% |
| 5 | 300 | 5.9% |
| 2 | 186 | 3.6% |
| 3 | 99 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5099 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 1237 | |
| . | 1000 | |
| 0 | 901 | |
| 6 | 577 | |
| 1 | 463 | 9.1% |
| 9 | 336 | 6.6% |
| 5 | 300 | 5.9% |
| 2 | 186 | 3.6% |
| 3 | 99 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5099 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 1237 | |
| . | 1000 | |
| 0 | 901 | |
| 6 | 577 | |
| 1 | 463 | 9.1% |
| 9 | 336 | 6.6% |
| 5 | 300 | 5.9% |
| 2 | 186 | 3.6% |
| 3 | 99 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5099 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 1237 | |
| . | 1000 | |
| 0 | 901 | |
| 6 | 577 | |
| 1 | 463 | 9.1% |
| 9 | 336 | 6.6% |
| 5 | 300 | 5.9% |
| 2 | 186 | 3.6% |
| 3 | 99 | 1.9% |
OVERALL_OUTLIER_FLAG
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 1000 |
VEHICLE_OUTLIER_FLAG
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 1000 |
PAYMENT_OUTLIER_FLAG
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 1000 |
ANY_OUTLIER_FLAG
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 1000 |
Interactions
Correlations
| BOOKING_VALUE_NUM | Booking Status | CUSTOMER_RATING | DRIVER_RATINGS | PAYMENT_IQR | PAYMENT_METHOD | PAYMENT_Q1 | PAYMENT_Q3 | RIDE_DISTANCE_NUM | VEHICLE_IQR | VEHICLE_Q1 | VEHICLE_Q3 | VEHICLE_TYPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BOOKING_VALUE_NUM | 1.000 | 0.000 | 0.053 | 0.064 | 0.034 | 0.034 | 0.047 | 0.049 | -0.027 | 0.005 | 0.000 | -0.021 | 0.016 |
| Booking Status | 0.000 | 1.000 | 0.990 | 0.990 | 0.000 | 0.000 | 0.000 | 0.000 | 0.347 | 0.000 | 0.000 | 0.000 | 0.000 |
| CUSTOMER_RATING | 0.053 | 0.990 | 1.000 | 0.221 | 0.000 | 0.000 | 0.000 | 0.000 | 0.123 | 0.022 | 0.045 | 0.009 | 0.000 |
| DRIVER_RATINGS | 0.064 | 0.990 | 0.221 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.130 | 0.000 | 0.000 | 0.000 | 0.010 |
| PAYMENT_IQR | 0.034 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PAYMENT_METHOD | 0.034 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PAYMENT_Q1 | 0.047 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 1.000 | 0.835 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 |
| PAYMENT_Q3 | 0.049 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 0.835 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| RIDE_DISTANCE_NUM | -0.027 | 0.347 | 0.123 | 0.130 | 0.000 | 0.000 | 0.029 | 0.000 | 1.000 | 0.041 | 0.000 | 0.022 | 0.000 |
| VEHICLE_IQR | 0.005 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 1.000 | 0.869 | 0.887 | 0.999 |
| VEHICLE_Q1 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.869 | 1.000 | 0.894 | 0.999 |
| VEHICLE_Q3 | -0.021 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.887 | 0.894 | 1.000 | 0.999 |
| VEHICLE_TYPE | 0.016 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 0.999 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| DATE | TIME | BOOKING_ID | Booking Status | CUSTOMER_ID | VEHICLE_TYPE | PICKUP_LOCATION | DROP_LOCATION | BOOKING_VALUE_NUM | RIDE_DISTANCE_NUM | DRIVER_RATINGS | CUSTOMER_RATING | PAYMENT_METHOD | OVERALL_MIN | OVERALL_P01 | OVERALL_P05 | OVERALL_Q1 | OVERALL_MEDIAN | OVERALL_MEAN | OVERALL_Q3 | OVERALL_P95 | OVERALL_P99 | OVERALL_MAX | OVERALL_IQR | VEHICLE_Q1 | VEHICLE_Q3 | VEHICLE_IQR | PAYMENT_Q1 | PAYMENT_Q3 | PAYMENT_IQR | OVERALL_OUTLIER_FLAG | VEHICLE_OUTLIER_FLAG | PAYMENT_OUTLIER_FLAG | ANY_OUTLIER_FLAG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2024-10-05 | 05:09:13 | "CNR7954315" | Completed | "CID2706299" | Go Mini | Saidulajab | Netaji Subhash Place | 4277.0 | 8.66 | 4.7 | 4.9 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 234.0 | 686.0 | 452.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| 1 | 2024-08-25 | 18:35:03 | "CNR1798489" | Completed | "CID4843078" | Bike | Ashram | Patel Chowk | 4228.0 | 11.73 | 4.4 | 5.0 | Debit Card | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 235.0 | 693.5 | 458.5 | 240.0 | 692.0 | 452.0 | True | True | True | True |
| 2 | 2024-05-15 | 10:11:36 | "CNR8487909" | Completed | "CID2978596" | Auto | Welcome | Jama Masjid | 4220.0 | 10.11 | 3.6 | 4.8 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 236.0 | 686.0 | 450.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| 3 | 2024-08-25 | 17:02:46 | "CNR5182516" | Completed | "CID5235759" | Auto | Subhash Nagar | Laxmi Nagar | 4202.0 | 4.62 | 4.9 | 4.7 | Uber Wallet | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 236.0 | 686.0 | 450.0 | 234.0 | 690.0 | 456.0 | True | True | True | True |
| 4 | 2024-07-13 | 17:56:05 | "CNR7356012" | Completed | "CID5789715" | Go Mini | IMT Manesar | Sarojini Nagar | 4133.0 | 25.66 | 3.9 | 4.3 | Cash | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 234.0 | 686.0 | 452.0 | 234.0 | 683.0 | 449.0 | True | True | True | True |
| 5 | 2024-09-14 | 16:20:32 | "CNR8849175" | Completed | "CID9539119" | Go Mini | Ashok Vihar | Basai Dhankot | 4109.0 | 36.81 | 3.7 | 4.7 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 234.0 | 686.0 | 452.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| 6 | 2024-12-21 | 21:51:46 | "CNR5553074" | Completed | "CID2674107" | eBike | GTB Nagar | Narsinghpur | 4093.0 | 20.85 | 3.5 | 3.1 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 231.0 | 683.0 | 452.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| 7 | 2024-07-21 | 22:42:15 | "CNR8715944" | Completed | "CID1753183" | Go Sedan | Karol Bagh | Pitampura | 4088.0 | 46.36 | 4.6 | 4.3 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 238.0 | 701.0 | 463.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| 8 | 2024-04-14 | 15:23:28 | "CNR8875064" | Completed | "CID6777086" | Go Sedan | Dwarka Mor | Seelampur | 4044.0 | 4.97 | 5.0 | 4.2 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 238.0 | 701.0 | 463.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| 9 | 2024-04-30 | 08:39:24 | "CNR1017046" | Completed | "CID4542328" | Auto | Paschim Vihar | Malviya Nagar | 4032.0 | 32.11 | 4.6 | 3.3 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 236.0 | 686.0 | 450.0 | 233.0 | 694.0 | 461.0 | True | True | True | True |
| DATE | TIME | BOOKING_ID | Booking Status | CUSTOMER_ID | VEHICLE_TYPE | PICKUP_LOCATION | DROP_LOCATION | BOOKING_VALUE_NUM | RIDE_DISTANCE_NUM | DRIVER_RATINGS | CUSTOMER_RATING | PAYMENT_METHOD | OVERALL_MIN | OVERALL_P01 | OVERALL_P05 | OVERALL_Q1 | OVERALL_MEDIAN | OVERALL_MEAN | OVERALL_Q3 | OVERALL_P95 | OVERALL_P99 | OVERALL_MAX | OVERALL_IQR | VEHICLE_Q1 | VEHICLE_Q3 | VEHICLE_IQR | PAYMENT_Q1 | PAYMENT_Q3 | PAYMENT_IQR | OVERALL_OUTLIER_FLAG | VEHICLE_OUTLIER_FLAG | PAYMENT_OUTLIER_FLAG | ANY_OUTLIER_FLAG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 2024-11-28 | 19:30:50 | "CNR7541856" | Completed | "CID5004315" | Go Sedan | IGI Airport | Karol Bagh | 1674.0 | 49.84 | 3.7 | 3.6 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 238.0 | 701.0 | 463.0 | 233.00 | 694.0 | 461.00 | True | True | True | True |
| 991 | 2024-09-29 | 10:31:19 | "CNR5846254" | Completed | "CID3213990" | Go Sedan | Samaypur Badli | Hauz Rani | 1674.0 | 25.81 | 3.7 | 5.0 | Debit Card | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 238.0 | 701.0 | 463.0 | 240.00 | 692.0 | 452.00 | True | True | True | True |
| 992 | 2024-12-14 | 20:24:12 | "CNR3790517" | Completed | "CID9521728" | Bike | Okhla | Welcome | 1674.0 | 21.07 | 4.3 | 4.1 | Cash | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 235.0 | 693.5 | 458.5 | 234.00 | 683.0 | 449.00 | True | True | True | True |
| 993 | 2024-06-29 | 21:33:41 | "CNR1877105" | Completed | "CID7813194" | Bike | DLF City Court | Ambience Mall | 1673.0 | 14.85 | 4.3 | 4.3 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 235.0 | 693.5 | 458.5 | 233.00 | 694.0 | 461.00 | True | True | True | True |
| 994 | 2024-02-04 | 11:21:14 | "CNR7283103" | Completed | "CID1135104" | Premier Sedan | Shastri Park | Lajpat Nagar | 1672.0 | 41.90 | 4.3 | 4.5 | Uber Wallet | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 236.0 | 690.0 | 454.0 | 234.00 | 690.0 | 456.00 | True | True | True | True |
| 995 | 2024-04-06 | 08:06:05 | "CNR2931890" | Completed | "CID5754568" | Go Sedan | Rohini East | Qutub Minar | 1672.0 | 24.96 | 4.3 | 4.2 | Uber Wallet | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 238.0 | 701.0 | 463.0 | 234.00 | 690.0 | 456.00 | True | True | True | True |
| 996 | 2024-03-16 | 04:53:22 | "CNR9690460" | Completed | "CID9707251" | Go Mini | Old Gurgaon | Delhi Gate | 1672.0 | 19.03 | 4.1 | 4.2 | Credit Card | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 234.0 | 686.0 | 452.0 | 243.75 | 683.0 | 439.25 | True | True | True | True |
| 997 | 2024-01-07 | 13:55:13 | "CNR1593742" | Completed | "CID9989148" | Premier Sedan | Bhikaji Cama Place | Akshardham | 1672.0 | 33.55 | 3.6 | 4.9 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 236.0 | 690.0 | 454.0 | 233.00 | 694.0 | 461.00 | True | True | True | True |
| 998 | 2024-12-07 | 20:58:59 | "CNR9687817" | Completed | "CID2972346" | Go Sedan | Pataudi Chowk | Sohna Road | 1671.0 | 46.32 | 4.3 | 4.9 | UPI | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 238.0 | 701.0 | 463.0 | 233.00 | 694.0 | 461.00 | True | True | True | True |
| 999 | 2024-07-07 | 21:58:50 | "CNR4742995" | Completed | "CID6927282" | Go Mini | Nawada | Kashmere Gate | 1671.0 | 33.65 | 4.0 | 3.6 | Uber Wallet | 50.0 | 59.0 | 91.0 | 235.0 | 415.0 | 508.588061 | 690.0 | 1224.0 | 1951.16 | 4277.0 | 455.0 | 234.0 | 686.0 | 452.0 | 234.00 | 690.0 | 456.00 | True | True | True | True |